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Text Representation

2,258 papers

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Papers

Improved Word Sense Disambiguation Using Pre-Trained Contextualized Word Representations EMNLP 2019
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019
Interpretable Word Embeddings via Informative Priors EMNLP 2019
IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis EMNLP 2019
LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations EMNLP 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations EMNLP 2019
VizSeq: a visual analysis toolkit for text generation tasks EMNLP 2019
Comparing the Intrinsic Performance of Clinical Concept Embeddings by Their Field of Medicine EMNLP 2019
BioReddit: Word Embeddings for User-Generated Biomedical NLP EMNLP 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019
Using Graphs for Word Embedding with Enhanced Semantic Relations EMNLP 2019
Tkol, Httt, and r/radiohead: High Affinity Terms in Reddit Communities EMNLP 2019
Latent semantic network induction in the context of linked example senses EMNLP 2019
Enhancing BERT for Lexical Normalization EMNLP 2019
Additive Compositionality of Word Vectors EMNLP 2019
Unsupervised Neologism Normalization Using Embedding Space Mapping EMNLP 2019
Lexical Features Are More Vulnerable, Syntactic Features Have More Predictive Power EMNLP 2019
Eigencharacter: An Embedding of Chinese Character Orthography EMNLP 2019
ViCo: Word Embeddings From Visual Co-Occurrences ICCV 2019
Language Features Matter: Effective Language Representations for Vision-Language Tasks ICCV 2019
Analogies Explained: Towards Understanding Word Embeddings ICML 2019
Understanding the Origins of Bias in Word Embeddings ICML 2019
The Pupil Has Become the Master: Teacher-Student Model-Based Word Embedding Distillation with Ensemble Learning IJCAI 2019
Getting in Shape: Word Embedding SubSpaces IJCAI 2019
Knowledge Enhanced Contextual Word Representations IJCNLP 2019